DEVELOPMENT... OpenML
Run
103214

Run 103214

Task 52 (Supervised Classification) heart-statlog Uploaded 08-12-2014 by Felicia West
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Flow

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8122
Per class
Build CPU time
0.0139
Build memory
500815072.8
F measure
0.785
Per class
Kappa
0.5643
KB relative information score
121.1424
Mean absolute error
0.2873
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7849
Per class
Predictive accuracy
0.7852
Prior entropy
0.9912
Recall
0.7852
Per class
Relative absolute error
0.5818
Root mean prior squared error
0.4969
Root mean squared error
0.4125
Root relative squared error
0.8301
SciMark benchmark
906.631